Kubernetes
Kubernetes orchestration
senior-data-engineer
by nimeshgurung
World-class data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure. Expertise in Python, SQL, Spark, Airflow, dbt, Kafka, and modern data stack. Includes data modeling, pipeline orchestration, data quality, and DataOps. Use when designing data architectures, building data pipelines, optimizing data workflows, or implementing data governance.
competitive-landscape
by TriNgo0108
This skill should be used when the user asks to "analyze competitors", "assess competitive landscape", "identify differentiation", "evaluate market positioning", "apply Porter's Five Forces", or requests competitive strategy analysis.
loom-react
by link-loom
Develop FRONTEND React components, pages, and UI logic for Link Loom web applications. Handles view rendering, user interactions, and client-side state using link-loom-react-sdk.
backend-tdd
by shaul1991
Backend TDD Agent. Node.js/NestJS 기반 TDD 테스트 작성 및 구현을 담당합니다. 테스트 먼저 작성 후 구현하는 Red-Green-Refactor 사이클을 따릅니다.
senior-ml-engineer
by nimeshgurung
World-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems. Expertise in PyTorch, TensorFlow, model deployment, feature stores, model monitoring, and ML infrastructure. Includes LLM integration, fine-tuning, RAG systems, and agentic AI. Use when deploying ML models, building ML platforms, implementing MLOps, or integrating LLMs into production systems.
eve-manifest-authoring
by Incept5
Author and maintain Eve manifest files (.eve/manifest.yaml) for services, environments, pipelines, workflows, and secret interpolation. Use when changing deployment shape or runtime configuration in an Eve-compatible repo.
Corporate & Enterprise
by neillock
Authority-driven specification for full-funnel business sites (Home, Services, Case Studies).
deployment-strategy
by shaul1991
Deployment Strategy Agent. Feature Flag, Canary/Blue-Green 배포, 롤백 전략을 담당합니다. 안전한 배포와 점진적 롤아웃을 관리합니다.
nestjs-module-generator
by ehtbanton
Generate NestJS module files with controllers, services, DTOs, and entities. Triggers on "create nestjs module", "generate nest module", "nestjs resource", "nest crud module".
senior-data-scientist
by nimeshgurung
World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in Python (NumPy, Pandas, Scikit-learn), R, SQL, statistical methods, A/B testing, time series, and business intelligence. Includes experiment design, feature engineering, model evaluation, and stakeholder communication. Use when designing experiments, building predictive models, performing causal analysis, or driving data-driven decisions.
RHDH Context
by kadel
This skill should be used whenever the user mentions "RHDH", "Red Hat Developer Hub", or "Developer Hub" in any context — whether asking questions, developing plugins, debugging, deploying, or discussing architecture. It provides essential background context about what RHDH is, how it differs from vanilla Backstage, and key nuances that affect all RHDH-related work.
generate-tilt-dev-environment
by Olino3
Generate complete local development environments using Tilt, Docker Compose, and containerization. Constructs local development realms with Tilt orchestration, live reload, and service dependencies.
tech-radar-blip
by bcook797
Guide for writing high-quality blip submissions for the ThoughtWorks Tech Radar. This skill should be used when someone asks for help submitting a blip to the Tech Radar, writing a radar submission, or preparing a technology recommendation for the ThoughtWorks radar.
generate-azure-bicep
by Olino3
Generate Azure Bicep infrastructure modules using Azure Verified Modules (AVM) and bicepparams
docker-compose
by vineethsoma
Docker Compose management for orchestrating MCP servers and multi-container applications. Use when deploying MCP servers, managing container lifecycles, or configuring service dependencies.
python-async-workers
by lct1407
Generate Python background workers, cron jobs, message queue consumers. Use when creating scheduled tasks (APScheduler), Celery workers, RabbitMQ/Redis queue consumers, or async job processing. Follows project async patterns and integrates with existing services.
java-unit-test-expert
by Xunzi229
按严格的 Mock 与断言规则，基于 JUnit 5 和 Mockito 生成高质量 Java 单元测试。适用于编写或评审 Spring Boot 2.1.x 的 service、controller 单元测试，或当用户提到 Java 单元测试、JUnit、Mockito、测试覆盖率时使用。
cloud-deployments
by simplerick0
Cloud infrastructure specialist focused on deploying and managing applications across cloud providers. Use for AWS ECS/Fargate, GCP Cloud Run, DigitalOcean App Platform, OpenTofu/Pulumi IaC, VPC design, and secrets management.
saas-controller
by afterthought
Configure and operate saas-controller services in devenv projects. Use when configuring cloud services (Zuplo, Frontegg), running sc up for local dev, deploying with sc deploy, managing secrets with secretspec profiles, or troubleshooting saas-controller.
Backstage Custom Resource
by kadel
This skill should be used when the user asks to "create Backstage CR", "create RHDH custom resource", "configure rhdh-operator", "create Backstage manifest", "modify Backstage CR", "configure RHDH deployment", "add dynamic plugins to CR", "configure Backstage database", "set up Backstage route", "configure app-config for RHDH", "create rhdh.redhat.com/v1alpha Backstage", or mentions creating or modifying a Backstage Custom Resource for the rhdh-operator.
kubernetes-manifest-generator
by ehtbanton
Generate Kubernetes YAML manifests for deployments, services, ingress, configmaps, and other resources with best practices. Triggers on "create Kubernetes manifest", "generate k8s yaml", "kubernetes deployment for", "k8s config".
backend-go
by teodevlor
Go (Golang) backend development conventions. Use when working on Go projects.
deploy-live-trading
by robonet-tech
"Deploy and manage live trading agents on Hyperliquid. ⚠️ HIGH RISK - REAL CAPITAL AT STAKE ⚠️ Provides deployment_create (launch agent, $0.50), deployment_list (monitor), deployment_start/stop (control), and account tools (credit management). Supports EOA (1 deployment max) and Hyperliquid Vault (200+ USDC required, unlimited deployments). CRITICAL: NEVER deploy without thorough backtesting (6+ months, Sharpe >1.0, drawdown <20%). Start small, monitor daily, define exit criteria before deploying."
zhin-command-middleware
by zhinjs
Explains Zhin command registration, middleware flow, and permission checks. Use when building commands or message middleware in Zhin plugins.